Hugging Face's logo

TheBloke
/
OpenChat_v3.2-GPTQ

Text Generation
Transformers
Safetensors
llama
text-generation-inference
4-bit precision
gptq
Model card Files
xet
Community
TheBloke commited on
Commit
1252ce0
·
1 Parent(s): 675dfae

Initial GPTQ model commit

Browse files
Files changed (1) hide show
  1. README.md +4 -4
README.md CHANGED
@@ -56,10 +56,10 @@ Each separate quant is in a different branch. See below for instructions on fet
56
  | [gptq-4bit-32g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-4bit-32g-actorder_True) | 4 | 32 | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | 8.00 GB | Yes | AutoGPTQ | 4-bit, with Act Order and group size 32g. Gives highest possible inference quality, with maximum VRAM usage. Poor AutoGPTQ CUDA speed. |
57
  | [gptq-4bit-64g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-4bit-64g-actorder_True) | 4 | 64 | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | 7.51 GB | Yes | AutoGPTQ | 4-bit, with Act Order and group size 64g. Uses less VRAM than 32g, but with slightly lower accuracy. Poor AutoGPTQ CUDA speed. |
58
  | [gptq-4bit-128g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-4bit-128g-actorder_True) | 4 | 128 | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | 7.26 GB | Yes | AutoGPTQ | 4-bit, with Act Order and group size 128g. Uses even less VRAM than 64g, but with slightly lower accuracy. Poor AutoGPTQ CUDA speed. |
59
- | [gptq-8bit--1g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-8bit--1g-actorder_True) | 8 | None | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | Processing, coming soon | No | AutoGPTQ | 8-bit, with Act Order. No group size, to lower VRAM requirements and to improve AutoGPTQ speed. |
60
- | [gptq-8bit-128g-actorder_False](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-8bit-128g-actorder_False) | 8 | 128 | No | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | Processing, coming soon | No | AutoGPTQ | 8-bit, with group size 128g for higher inference quality and without Act Order to improve AutoGPTQ speed. |
61
- | [gptq-8bit-128g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-8bit-128g-actorder_True) | 8 | 128 | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | Processing, coming soon | No | AutoGPTQ | 8-bit, with group size 128g for higher inference quality and with Act Order for even higher accuracy. Poor AutoGPTQ CUDA speed. |
62
- | [gptq-8bit-64g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-8bit-64g-actorder_True) | 8 | 64 | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | Processing, coming soon | No | AutoGPTQ | 8-bit, with group size 64g and Act Order for maximum inference quality. Poor AutoGPTQ CUDA speed. |
63
 
64
  ## How to download from branches
65
 
 
56
  | [gptq-4bit-32g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-4bit-32g-actorder_True) | 4 | 32 | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | 8.00 GB | Yes | AutoGPTQ | 4-bit, with Act Order and group size 32g. Gives highest possible inference quality, with maximum VRAM usage. Poor AutoGPTQ CUDA speed. |
57
  | [gptq-4bit-64g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-4bit-64g-actorder_True) | 4 | 64 | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | 7.51 GB | Yes | AutoGPTQ | 4-bit, with Act Order and group size 64g. Uses less VRAM than 32g, but with slightly lower accuracy. Poor AutoGPTQ CUDA speed. |
58
  | [gptq-4bit-128g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-4bit-128g-actorder_True) | 4 | 128 | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | 7.26 GB | Yes | AutoGPTQ | 4-bit, with Act Order and group size 128g. Uses even less VRAM than 64g, but with slightly lower accuracy. Poor AutoGPTQ CUDA speed. |
59
+ | [gptq-8bit--1g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-8bit--1g-actorder_True) | 8 | None | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | 13.36 GB | No | AutoGPTQ | 8-bit, with Act Order. No group size, to lower VRAM requirements and to improve AutoGPTQ speed. |
60
+ | [gptq-8bit-128g-actorder_False](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-8bit-128g-actorder_False) | 8 | 128 | No | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | 13.65 GB | No | AutoGPTQ | 8-bit, with group size 128g for higher inference quality and without Act Order to improve AutoGPTQ speed. |
61
+ | [gptq-8bit-128g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-8bit-128g-actorder_True) | 8 | 128 | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | 13.65 GB | No | AutoGPTQ | 8-bit, with group size 128g for higher inference quality and with Act Order for even higher accuracy. Poor AutoGPTQ CUDA speed. |
62
+ | [gptq-8bit-64g-actorder_True](https://huggingface.co/TheBloke/OpenChat_v3.2-GPTQ/tree/gptq-8bit-64g-actorder_True) | 8 | 64 | Yes | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | 13.95 GB | No | AutoGPTQ | 8-bit, with group size 64g and Act Order for maximum inference quality. Poor AutoGPTQ CUDA speed. |
63
 
64
  ## How to download from branches
65